Ranganath R - Search Results

1

Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets.

Zhang LH, Tozzo V, Higgins JM, Ranganath R. Zhang LH, et al. Among authors: ranganath r. Proc Mach Learn Res. 2022 Jul;162:26559-26574. Proc Mach Learn Res. 2022. PMID: 37645424 Free PMC article.

2

A probabilistic approach to discovering dynamic full-brain functional connectivity patterns.

Manning JR, Zhu X, Willke TL, Ranganath R, Stachenfeld K, Hasson U, Blei DM, Norman KA. Manning JR, et al. Among authors: ranganath r. Neuroimage. 2018 Oct 15;180(Pt A):243-252. doi: 10.1016/j.neuroimage.2018.01.071. Epub 2018 Feb 12. Neuroimage. 2018. PMID: 29448074 Review.

3

QTNet: Predicting Drug-Induced QT Prolongation With Artificial Intelligence-Enabled Electrocardiograms.

Zhang H, Tarabanis C, Jethani N, Goldstein M, Smith S, Chinitz L, Ranganath R, Aphinyanaphongs Y, Jankelson L. Zhang H, et al. Among authors: ranganath r. JACC Clin Electrophysiol. 2024 May;10(5):956-966. doi: 10.1016/j.jacep.2024.01.022. Epub 2024 May 1. JACC Clin Electrophysiol. 2024. PMID: 38703162

4

Inverse-Weighted Survival Games.

Han X, Goldstein M, Puli A, Wies T, Perotte AJ, Ranganath R. Han X, et al. Among authors: ranganath r. Adv Neural Inf Process Syst. 2021 Dec;34:2160-2172. Adv Neural Inf Process Syst. 2021. PMID: 35859987 Free PMC article.

5

Data-driven physiologic thresholds for iron deficiency associated with hematologic decline.

Foy BH, Li A, McClung JP, Ranganath R, Higgins JM. Foy BH, et al. Among authors: ranganath r. Am J Hematol. 2020 Mar;95(3):302-309. doi: 10.1002/ajh.25706. Epub 2019 Dec 30. Am J Hematol. 2020. PMID: 31849101 Free article. Clinical Trial.

6

Contra: Contrarian statistics for controlled variable selection.

Sudarshan M, Puli A, Subramanian L, Sankararaman S, Ranganath R. Sudarshan M, et al. Among authors: ranganath r. Proc Mach Learn Res. 2021 Apr;130:1900-1908. Proc Mach Learn Res. 2021. PMID: 34522887 Free PMC article.

7

Understanding Failures in Out-of-Distribution Detection with Deep Generative Models.

Zhang LH, Goldstein M, Ranganath R. Zhang LH, et al. Among authors: ranganath r. Proc Mach Learn Res. 2021 Jul;139:12427-12436. Proc Mach Learn Res. 2021. PMID: 35860036 Free PMC article.

8

DIET: Conditional independence testing with marginal dependence measures of residual information.

Sudarshan M, Puli A, Tansey W, Ranganath R. Sudarshan M, et al. Among authors: ranganath r. Proc Mach Learn Res. 2023 Apr;206:10343-10367. Proc Mach Learn Res. 2023. PMID: 37681192 Free PMC article.

9

Survival Mixture Density Networks.

Han X, Goldstein M, Ranganath R. Han X, et al. Among authors: ranganath r. Proc Mach Learn Res. 2022 Aug;182:224-248. Proc Mach Learn Res. 2022. PMID: 37706207 Free PMC article.

10

Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection.

Zhang LH, Ranganath R. Zhang LH, et al. Among authors: ranganath r. Proc AAAI Conf Artif Intell. 2023 Jun 27;37(12):15305-15312. doi: 10.1609/aaai.v37i12.26785. Proc AAAI Conf Artif Intell. 2023. PMID: 38464961 Free PMC article.

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